Michal Marcinkiewicz

Quantitative Impact of Label Noise on the Quality of Segmentation of Brain Tumors on MRI scans

Grzegorz Mrukwa, Michal Marcinkiewicz, 2019, 2019 Federated Conference on Computer Science and Information Systems (FedCSIS).

Segmentation of Hyperspectral Images Using Quantized Convolutional Neural Networks

Jakub Nalepa, Pablo Ribalta Lorenzo, Michal Marcinkiewicz, 2018, 2018 21st Euromicro Conference on Digital System Design (DSD).

Band Selection from Hyperspectral Images Using Attention-based Convolutional Neural Networks pdf

Jakub Nalepa, Pablo Ribalta Lorenzo, Michal Marcinkiewicz, 2018, ArXiv.

Multi-modal U-Nets with Boundary Loss and Pre-training for Brain Tumor Segmentation

Jakub Nalepa, Pablo Ribalta Lorenzo, Michal Marcinkiewicz, 2019, BrainLes@MICCAI.

Segmenting Brain Tumors from MRI Using Cascaded Multi-modal U-Nets

Jakub Nalepa, Wojciech Dudzik, Grzegorz Mrukwa, 2018, BrainLes@MICCAI.

Fully-automated deep learning-powered system for DCE-MRI analysis of brain tumors

Jakub Nalepa, Michal Kawulok, Wojciech Dudzik, 2019, Artif. Intell. Medicine.